Publication Type:

Book Chapter

Source:

Intelligent Systems Technologies and Applications: Volume 1, Springer International Publishing, Cham, p.31–41 (2016)

ISBN:

9783319230368

URL:

http://dx.doi.org/10.1007/978-3-319-23036-8_3

Abstract:

This paper is a preliminary investigation towards employing Visualization as a potential alternative to analyze Differential Evolution search as against the typical theoretical and empirical analyses. The usefulness of scatter plots and difference vector visualization has been observed on six Differential Evolution variants. Simulation analysis reiterated their potential beyond analyzing mere convergence. It has also been observed that scatter plots and difference vector visualization can be employed to detect premature convergence and stagnation.

Cite this Research Publication

P. R. Radhika and Dr. Shunmuga Velayutham C., “Visualization – A Potential Alternative for Analyzing Differential Evolution Search”, in Intelligent Systems Technologies and Applications: Volume 1, S. Berretti, Thampi, S. M., and Srivastava, P. Ranjan, Eds. Cham: Springer International Publishing, 2016, pp. 31–41.